Robust Federated Learning in the Face of Covariate Shift: A Magnitude Pruning with Hybrid Regularization…
Robust PCA Based on Adaptive Weighted Least Squares and Low-Rank Matrix Factorizationby Kexin Li, You-wei…
Holistic Adversarially Robust Pruningby Qi Zhao, Christian WressneggerFirst submitted to arxiv on: 19 Dec 2024CategoriesMain:…
Graph Topic Modeling for Documents with Spatial or Covariate Dependenciesby Yeo Jin Jung, Claire DonnatFirst…
Rehearsal-Free Continual Federated Learning with Synergistic Regularizationby Yichen Li, Yuying Wang, Tianzhe Xiao, Haozhao Wang,…
Rare Event Detection in Imbalanced Multi-Class Datasets Using an Optimal MIP-Based Ensemble Weighting Approachby Georgios…
Incremental Online Learning of Randomized Neural Network with Forward Regularizationby Junda Wang, Minghui Hu, Ning…
Adversarially robust generalization theory via Jacobian regularization for deep neural networksby Dongya Wu, Xin LiFirst…
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuningby Hong-Wei…
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learningby Haorong Han, Jidong Yuan, Chixuan Wei, Zhongyang YuFirst…